scholarly journals A comparative study on indirect costs of suicide in Portugal: productivity loss as an additional way to approach healthcare prioritization

2021 ◽  
Vol 31 (Supplement_2) ◽  
Author(s):  
J Neto ◽  
C Carvalho ◽  
P Almeida

Abstract Background Suicide and voluntary self-harm (SVSA) accounted for 0.95% of all deaths in Portugal in 2017. Economic evaluation includes indirect costs analysis, relating to Years of Life Lost (YLL) and premature death. This study aimed to estimate and compare the indirect costs from loss of productivity due to SVSA and 12 other causes of death in 2017. Methods YLL were adapted to the working age (18–66 years-old) ‘Years of Productivity Lost’ (YPL) adjusting the groups 15–19 years-old and under, and disregarding the ages over 66 years-old. The causes of death were based on the European Shortlist. The loss of productivity from deaths was estimated from the YPL and the ‘Apparent Productivity of Work’, with an annual discount rate of 3%, translated into % of Gross Domestic Product (GDP) in 2017. The calculations were performed for the SVSA and for 12 causes of death selected from national Priority Health Programs. The INE and Pordata databases for the year 2017 were used. Calculations were performed using Microsoft Excel for Office 365 software version 2102. Results The estimated costs from loss of productivity by SLAV deaths in 2017 represented approximately 0.16% of GDP. It is the third highest among the 13 causes of death analyzed, ranking behind malignant neoplasm of larynx/trachea/bronchi/lung and ischaemic heart disease. Conclusions Prioritization of health resources may benefit by integrating lost productivity concepts with other indicators. Limitations include predictable increase of retirement age in the future and the oversimplified calculation of productivity costs. Future studies may include sensitivity assessments and other relevant variables.

Blood ◽  
2015 ◽  
Vol 126 (23) ◽  
pp. 3273-3273 ◽  
Author(s):  
Tiffany P. Quock ◽  
Zheng-Yi Zhou ◽  
Byran Dai ◽  
Wenxi Tang ◽  
Kathleen F. Villa

Abstract Introduction Hepatic veno-occlusive disease (VOD), also known as sinusoidal obstruction syndrome (SOS) is a potentially fatal complication of HSCT and is characterized by hepatomegaly, right upper quadrant pain, jaundice, and ascites (Gratwohl A et al JAMA 2010). Severe VOD (sVOD) is clinically characterized by multi-organ dysfunction and is estimated to have a mortality rate of over 80% (Coppell JA et al BBMT 2010). VOD and particularly sVOD pose a significant economic burden in direct medical costs by adding an estimated $53,000 to HSCT (2004 U.S. dollars; Saito et al BBMT 2008), or $78,000 in 2015 dollars. However, little research has been conducted in ascertaining the indirect costs associated with premature death due to VOD. In our study, we developed an economic model to evaluate the indirect cost associated with premature death due to sVOD among HSCT patients in the U.S. Methods An Excel-based model was developed to estimate the indirect cost associated with premature death due to sVOD among HSCT patients. Model inputs included prevalence of sVOD as well as mortality, age, salary, employment rate, and life expectancy. Inputs were obtained from the published literature, Center for International Blood & Marrow Transplant Research (CIBMTR), Centers for Disease Control and Prevention (CDC), U.S. Census Bureau, and Organisation for Economic Co-operation and Development (OECD). The model considered lost productivity as the result of premature death by calculating the number of years between the age of sVOD-related death and the assumed age of retirement (65 years old); it was assumed that the lifetime salary reflected underlying productivity of HSCT survivors who did not develop sVOD. Annual salary and life expectancy among HSCT survivors were adjusted from the general population to reflect decreased productivity in the first 2 years immediately following HSCT. Annual average salary inputs by age categories were assumed to be the same as the general population. Age of the working population was assumed to be between 18 and 65 years old. Excess mortality from sVOD was calculated as number of deaths among sVOD patients minus the number of deaths among HSCT patients who did not develop sVOD. Indirect cost was expressed as the cumulative salary for all productive years contributed by a patient and included a 3% discount for each additional year. Total lost productivity years and indirect costs by age category were obtained by multiplying each respective per patient value by the number of excess deaths in each age category. A sensitivity analysis was performed to examine the impact of changes in key model parameters on model results. Results The model estimated 361 excess deaths per year due to sVOD in the HSCT population. The excess deaths due to sVOD were associated with indirect costs of over $68 million due to reduced life expectancy and consequent productivity loss. AlloSCT patients were younger on average, resulting in greater indirect costs ($39 million) compared to AutoSCT ($29 million). AlloSCT patients lost 3,637 productive years on average compared to 2,353 lost productive years for AutoSCT patients despite fewer patients receiving AlloSCT than AutoSCT. A sensitivity analysis showed that the total indirect costs due to overall VOD (non-severe and severe) were as high as $73.3 million. Conclusion sVOD imposes a substantial economic burden on patients in terms of excess deaths, lost productivity, and indirect costs. The model underestimates indirect costs largely due to not accounting for productivity loss among children and their caregivers or those older than 65. It also does not calculate productivity loss among HSCT survivors. Future research is warranted to elicit the additional indirect costs associated with non-severe VOD. Figure 3. Deterministic Sensitivity Analysis: Total Indirect Costs due to Excess Deaths due to sVOD Compared with HSCT Survivors without VOD. Figure 3. Deterministic Sensitivity Analysis: Total Indirect Costs due to Excess Deaths due to sVOD Compared with HSCT Survivors without VOD. Disclosures Quock: Jazz Pharmaceuticals: Employment, Equity Ownership. Zhou:Jazz Pharmaceuticals: Other: Analysis Group received funding for this analysis from Jazz Pharmaceuticals, Inc.; Analysis Group: Employment. Dai:Jazz Pharmaceuticals: Other: Analysis Group received funding for this analysis from Jazz Pharmaceuticals, Inc.; Analysis Group: Employment. Tang:Jazz Pharmaceuticals: Other: Analysis Group received funding for this analysis from Jazz Pharmaceuticals, Inc.; Analysis Group: Employment. Villa:Jazz Pharmaceuticals: Employment, Equity Ownership.


2017 ◽  
Vol 36 (1) ◽  
pp. 5-20 ◽  
Author(s):  
Paul Hanly ◽  
Alison Pearce ◽  
Linda Sharp

Abstract The extant literature suggests that cancer-related premature mortality costs have increased over time and are projected to increase further. Previous studies have generally employed a societal rather than an employer-based costing framework. A question therefore remains over the magnitude of productivity costs associated with premature death from cancer from an employer perspective. The objective of this study was to measure the productivity costs associated with cancer-related premature mortality in Ireland using the employer-focussed friction-cost approach (FCA). This entailed the application of an involuntary turnover costing framework rarely used in the management literature and represents the first estimate of its kind in Ireland. The all-cancer premature mortality cost was valued at €14.3 million in 2009. We modelled the sensitivity of our costs to changes in underlying labour market conditions and to ‘multiplier effects’ which represent recent advances in the FCA. We advocate that future studies should concentrate on combining elements of direct turnover cost according to accounting costing frameworks with the indirect costs measured by the FCA. Implications for current guidelines for the economic evaluation of health technologies in Ireland are also discussed.


Author(s):  
Hyun-Jin Kim ◽  
Seung Hee Ho ◽  
Sol Lee ◽  
In-Hwan Oh ◽  
Ju Hee Kim ◽  
...  

This study estimated the economic burden of people with brain disability in Korea during 2008-2011 using nationally representative data and was conducted to use the results as an evidence for determining the resources allocation of people with brain disability. We used a prevalence-based approach to estimate the economic burden, classified by direct costs (medical costs and nonmedical costs) and indirect costs (productivity loss of morbidity and premature death). Data from the National Health Insurance Service, the National Disability Registry, the National survey on persons with disabilities, the Korea National Statistical Office’s records of causes of death, and the Labor Statistics were used to calculate direct and indirect costs. The treated prevalence of brain disability increased from 0.26% (2008) to 0.35% (2011). Total economic burden of brain-related diseases was US$1.88 billion in 2008 and increased to US$2.90 billion in 2011, with a 54% rate of increase. The economic burden of all diseases, which was 1.2 to 1.4 times higher than that of brain-related diseases, accounted for US$2.61 billion in 2008 and US$3.62 billion in 2011, increasing by 39%. Owing to the growing occurrence of brain disability, the annual prevalence and related costs are increasing. Health management programs are necessary to reduce the economic burden of brain disability in Korea.


2019 ◽  
Vol 35 (S1) ◽  
pp. 44-44
Author(s):  
Omar Rashdan ◽  
Valentin Brodszky

IntroductionDue to the unprecedented increase in medicine prices in recent years, the socio-economic perspective started gaining importance in health economic evaluations. Productivity loss evaluations provide a long-term economic impact visualization for a more informed reimbursed medicine decisions.MethodsA pooled analysis of patient-level data from 11 cross-sectional, retrospective, cost-of-illness studies was performed. SPSS software was used for our statistical analysis. Analysis of variance (ANOVA) and correlation analysis were utilized to measure the effect of different variables on lost productivity hours. All costs were recalculated to account for the cumulative inflation till 2018.ResultsThe sample size of included studies ranged between 68 (Multiple Sclerosis) and 480 (Diabetes), and the total number of patients enrolled in the analysis was 1,881 of which 956 were female. A total of 6,795 hours were reported as missed working hours per year. Overall, the female population reported a mean of 689.5 lost productive hours compared to 324.7 in males (p < 0.001). This translated into higher indirect costs at EUR 2,748 and EUR 1,530 for females and males, respectively. Patients with a college degree or higher reported lower yearly lost productive hours and indirect costs (358.4 hours and EUR 1,749) (p < 0.001) compared to patients with lower education level (845.6 hours and EUR 3,534) (p < 0.001). The average indirect cost as a percentage of gross domestic product per capita was highest in Schizophrenia patients at 97.5 percent and lowest in Benign Prostatic Hyperplasia at 1.9 percent. In patients below 65 years of age, a weak positive correlation was observed between age and lost productive hours with a Pearson value of 0.1 (p < 0.001).ConclusionsFemale gender and older age resulted in higher productivity loss, and Schizophrenia was the disease with the highest indirect costs per patient per year.


BMJ Open ◽  
2017 ◽  
Vol 7 (10) ◽  
pp. e014632 ◽  
Author(s):  
Andrea Goettler ◽  
Anna Grosse ◽  
Diana Sonntag

ObjectiveThe increasingly high levels of overweight and obesity among the workforce are accompanied by a hidden cost burden due to losses in productivity. This study reviews the extent of indirect cost of overweight and obesity.MethodsA systematic search was conducted in eight electronic databases (PubMed, Cochrane Library, Web of Science Core Collection, PsychInfo, Cinahl, EconLit and ClinicalTrial.gov). Additional studies were added from reference lists of original studies and reviews. Studies were eligible if they were published between January 2000 and June 2017 and included monetary estimates of indirect costs of overweight and obesity. The authors reviewed studies independently and assessed their quality.ResultsOf the 3626 search results, 50 studies met the inclusion criteria. A narrative synthesis of the reviewed studies revealed substantial costs due to lost productivity among workers with obesity. Especially absenteeism and presenteeism contribute to high indirect costs. However, the methodologies and results vary greatly, especially regarding the cost of overweight, which was even associated with lower indirect costs than normal weight in three studies.ConclusionThe evidence predominantly confirms substantial short-term and long-term indirect costs of overweight and obesity in the absence of effective customised prevention programmes and thus demonstrates the extent of the burden of obesity beyond the healthcare sector.


Author(s):  
Thi Xuan Trinh Nguyen ◽  
Minji Han ◽  
Moran Ki ◽  
Young Ae Kim ◽  
Jin-Kyoung Oh

Infection is a major cause of cancers. We estimated the economic burden of cancers attributable to infection in 2014 in Korea, where cancer causing infection is prevalent, but the economic burden of it has never been examined. Cancer patients were defined as those having made medical claims as recorded by the National Health Insurance Service, which is a mandatory insurance for all citizen. We multiplied the costs by the population-attributable fraction for each type of cancer. The study included direct and indirect costs, where direct costs comprised direct medical and non-medical costs of inpatients and outpatients, while indirect costs were estimated by identifying future income loss due to premature death, productivity loss during hospitalization/outpatient visits, and job loss. In 2014, there were 100,054 infection-related cancer patients, accounting for 10.7% of all Korean cancer cases for that year. Direct costs of cancers associated with infection stood at nearly USD 676.9 million, while indirect costs were much higher at USD 2.57 billion. The average expenditure of a typical patient was USD 32,435. Economic burden of cancers attributable to infection is substantial in Korea, accounting for 0.23% of the national gross domestic product and 1.36% of national healthcare expenditure in 2014.


2010 ◽  
Vol 1 (1) ◽  
Author(s):  
Darijana Antonić ◽  
Mirjana Martinov Cvejin ◽  
Risto Kozomara

Mortality is one of the important indicators of health status of the population, especially the knowledge of causes of death that give the full picture in the analysis of certain diseases. Assessment of health status of the population is not only new ideas but also a new concept in health care. In other words, the assessment of health status should be the first step and a prerequisite for continued systematic and planned work to improve both their health and overall health care system, or work on their reform. Given these facts, this article through the data on mortality as an indicator of the health status of the population indicated the state of his health and efficiency through the use of prevention programs potential years of life lost due to premature death. The five-year period of observation in the Republic of Srpska largest number of potential years of life lost due to diseases of the circulatory system, malignant diseases, then injuries, poisoning and the influence of external factors, diseases of the digestive systems and diseases of glands with internal secretion, nutrition and metabolism.


Blood ◽  
2019 ◽  
Vol 134 (Supplement_1) ◽  
pp. 4803-4803
Author(s):  
Adrian R Levy ◽  
Laura Dysart ◽  
Yogesh Patel ◽  
Andrew Briggs ◽  
John Schneider ◽  
...  

INTRODUCTION Little is known about the productivity loss experienced by patients and their caregivers due to treatment of paroxysmal nocturnal hemoglobinuria (PNH) in countries of different economic status. Some insurers in the United States and other countries require pharmaceutical manufacturers to submit economic evaluations on direct medical costs alone, which excludes productivity costs such as absenteeism, presenteeism, time lost from normal activities, and burden of illness to society. Productivity costs are particularly consequential for PNH because substantial time commitments are required from patients and their caregivers for the intravenous administration of treatment (eculizumab or ravulizumab) at infusion clinics. When patients rely on unpaid caregivers, a complete accounting of costs needs to include caregivers' time loss. However, lost productivity for PNH patients and their caregivers has not been reported. The objective of this study was to assess productivity loss for PNH patients and caregivers due to PNH treatments administered at infusion clinics in France, Germany, Italy, Russia, Spain, the United Kingdom, and the United States. METHODS With a cost-consequence approach and published inputs, productivity costs were estimated for PNH patients who were treated with eculizumab once every 2 weeks (q2w) or ravulizumab once every 8 weeks (q8w) only in infusion clinics in 7 countries for 2 years. Inputs included the estimated PNH patient population size (prevalence: 1 in 500,000 of country population size; Schuller Y, et al. Orphanet J Rare Dis. 2015), the published mean annual income (World Bank, 2019), and assumption that all were employed. Total duration of therapy required for treatment was estimated by considering travel time to the infusion center, wait time in the clinic for medication preparation, infusion time for loading and maintenance doses, and recovery time (240 minutes for eculizumab and 330 minutes for ravulizumab) and was assumed to be the same across all countries. Lost wages were estimated using the human capital approach based on the hourly wage rate, which was derived from each country's 2018 gross national income per capita and assumed a 40-hour work week. Costs for each country were converted to 2018 USD. In the baseline analysis for each country, we did not consider caregivers. We then undertook 11 simulations (each composed of 1000 iterations) in which patient population size and lost wages were treated as normally distributed random variables and the proportion of patients with caregivers increased by 10% intervals. RESULTS The mean annual income varied 6-fold between the included countries. The table shows the total productivity loss due to eculizumab and ravulizumab treatment for a population of PNH patients and a 10% increase in caregivers in each country. For eculizumab, lost productivity ranged from $344,000 in Russia to $4.3 million in the United States, without caregivers. Within each country, the lost productivity due to ravulizumab treatment was reduced by approximately three-quarters relative to eculizumab treatment due to the less frequent dosing and ranged from $123,000 in Russia to $1.5 million in the United States, without caregivers. When the individual effects of population size and lost wages were isolated, the latter had larger proportionate effects in lower-income countries (data not shown). CONCLUSIONS Omitting productivity costs related to unpaid caregiving in PNH underestimates the total burden of illness on society. Switching from a q2w to a q8w treatment results in substantial savings to the patient's productivity. This study showed that this effect was numerically greater in higher-income countries (United States and Germany), in which the opportunity cost of a patient's time is greater. In chronic diseases such as PNH that require lifelong therapies, when the value of treatment is assessed, the burden of illness on society and the relative treatment effect should be considered. Disclosures Levy: Alexion: Consultancy. Dysart:Alexion: Consultancy. Patel:Alexion: Employment. Briggs:ALK: Consultancy; Merck: Consultancy; CVRx: Consultancy; Bayer Steering Committee: Consultancy; Sword Health: Consultancy; Janssen: Consultancy; Novartis: Consultancy; Eisai: Consultancy. Myren:Alexion Pharmaceuticals: Employment. Tomazos:Alexion: Employment.


2019 ◽  
Vol 17 (3.5) ◽  
pp. HSR19-102
Author(s):  
Chizoba Nwankwo ◽  
Shelby L. Corman ◽  
Ruchit Shah ◽  
Youngmin Kwon

Background: An estimated 12,820 women in the United States will be diagnosed with CxCa in 2018, with 4,210 deaths from the disease. The economic burden of CxCa, both in terms of healthcare costs and lost productivity, has not been adequately studied. Methods: This was a mixed-methods study that evaluated the direct and indirect costs of CxCa using data from the Medical Expenditure Panel Survey (MEPS) for prevalent CxCa cases and the National Center for Health Statistics (NCHS) for deaths due to CxCa. Total healthcare costs and number of work days missed were compared between CxCa cases and controls in MEPS, using propensity scores calculated from baseline demographics and comorbidities. Missed work was converted to costs using the average hourly wage for women in 2015. Per-patient incremental healthcare and lost work productivity costs were then multiplied by the number of prevalent cases of CxCa in 2015 obtained from the Surveillance, Epidemiology, and End Results Program (SEER). NCHS data on the age-stratified number of CxCa deaths per year (1935–2015) and life expectancy data from the Social Security Administration were then used to calcluate the number of women who would be alive in 2015 if they had not died from CxCa and the lost earnings resulting from early mortality. The primary study outcome was the total direct and indirect cost of CxCa in 2015, calculated as the sum of the incremental direct healthcare costs, incremental lost productivity costs due to missed work, and lost productivity costs resulting from early death due to CxCa. Results: An estimated 257,524 women were alive with CxCa in 2015. Total healthcare costs were $4,221 higher, and an additional 0.37 work days were missed in women with CxCa compared to propensity-matched controls. Of the 488,475 women who died of CxCa prior to 2015, 108,832 would be alive in 2015 and 38,540 would be part of the workforce. Lost earnings in 2015 attributable to these deaths totaled $2.19 billion. The total economic burden of CxCa in the United States in 2015 was thus estimated at $3.3 billion (Table 1). Conclusions: CxCa was responsible for nearly $3.3 billion in direct and indirect costs in 2015. Early death among women with CxCa was the biggest driver of total economic burden.


2019 ◽  
Vol 29 (Supplement_4) ◽  
Author(s):  
A Kontsevaya ◽  
Y Balanova ◽  
M Khudyakov ◽  
A Myrzamatova ◽  
D Mukaneeva ◽  
...  

Abstract Aim To estimate the economic burden of noncommunicable diseases (NCDs) in the Russian Federation (RF) in 2016, including the direct costs and the economic losses caused by reduced productivity. Material and Methods We included 4 diseases: cardiovascular, type 2 diabetes, cancer and chronic pulmonary disease (COPD). We used the official statistics data collected by Ministry of health on the number of patients, health care resources utilization (hospitalizations, emergency visits, outpatients’ visits). The costs of health care were obtained from health insurance fund. Directs nonmedical costs included disabilitypayments, calculated based on the number of disabled persons from each group and by the amount of the disability allowance. Indirect costs (economic losses) included decreased productivity due to premature mortality and disability. The potential years of life lost (PYLL) were calculated using the number of life years lost due todeath and disability due to NCDs before 70 years. Human capital approach was used, and calculation were based on the GDP per person. Results Number of PYLL due to premature death from NCDs was estimated to be 8,0 million years. Economic burden because of NCDs in 2016 in the RF reached 3,3 trillion (45.9 billion €), which is equivalent of 3.9% of GDP for this year. Direct costs were responsible only for 13% of losses, indirect costs for 87% of the total burden. CVD were responsible for 81,4% of burden, cancer – for 7,1%, diabetes - 6,5% and COPD for 5,0%. Conclusions The economic burden because of NCDs in the RF in 2016 was 3.3 trillion (3.9% of GDP). Such the significant economic burden and absence of positive dynamics is a strong argument for increasing investments in the prevention and treatment of NCDs. Key messages Number of PYLL due to premature death from NCDs was estimated to be 8,0 million years. Economic burden because of NCDs in 2016 in the RF reached 3,3 trillion (45.9 billion €), which is equivalent of 3.9% of GDP for this year.


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